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@solislemuslab

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YunyiShen/README.md

I am a PhD candidate in the EECS department at MIT affiliated with LIDS. I study statistics and their applications in ecological, biological and physical problems. I mostly interested in inverse problems i.e., inferring (dynamical) system's parameters using observed behavior of the system, e.g., inferring SDEs from unpaired data, understanding fluid dynamics in cell from PIV, reconstruct spectrum from light curves. On the ecology side, I study population and community aspects of large carnivores (esp. wolves and jaguars) as well as their economic values. On the astronomy side, I study the diversity of supernovae (esp. type Ia).

Quick Facts:

  • 🔭 I’m currently working on statistical problems in ecology, genetics and astronomy
  • 🌱 I’m currently learning statistics (in a CS department) and doing ecology stuff as a side.
  • 👯 I’m looking to collaborate on any statistical ecology/astronomy stuff
  • 📫 How to reach me: yshen99[at]wisc[dot]edu; yshen99[at]mit[dot]edu
  • ⚡ Fun fact: Intro to Statistics is one of the courses I got the worst score during undergrad.

Pinned Loading

  1. SB-Iterative-Reference-Refinement Public

    Multi-marginal Schrödinger Bridges with Iterative Reference Refinement

    Python 2 1

  2. ARM-FI Public

    Active reward modeling with Fisher Information

    Python 1

  3. holarissun/RewardModelingBeyondBradleyTerry Public

    official implementation of ICLR'2025 paper: Rethinking Bradley-Terry Models in Preference-based Reward Modeling: Foundations, Theory, and Alternatives

    Python 36 2

  4. mSSL Public

    Header-only R Package Containing Collection of Multivariate Spike-and-Slab LASSO Models

    C++ 3 4

  5. weird-posteriors Public

    Posterior with interesting shapes from actually used models

    R 12

472 contributions in the last year

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Loading A graph representing YunyiShen's contributions from March 24, 2024 to March 25, 2025. The contributions are 99% commits, 1% issues, 0% pull requests, 0% code review.

Contribution activity

March 2025

Created 1 repository
16 contributions in private repositories Mar 3 – Mar 24
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